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108 Results
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Poster
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Wed 12:00 |
Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits Robert Peharz · Steven Lang · Antonio Vergari · Karl Stelzner · Alejandro Molina · Martin Trapp · Guy Van den Broeck · Kristian Kersting · Zoubin Ghahramani |
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Poster
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Tue 7:00 |
Amortized Population Gibbs Samplers with Neural Sufficient Statistics Hao Wu · Heiko Zimmermann · Eli Sennesh · Tuan Anh Le · Jan-Willem van de Meent |
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Poster
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Thu 6:00 |
How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization Chris Finlay · Joern-Henrik Jacobsen · Levon Nurbekyan · Adam Oberman |
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Poster
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Thu 6:00 |
Sequence Generation with Mixed Representations Lijun Wu · Shufang Xie · Yingce Xia · Yang Fan · Jian-Huang Lai · Tao Qin · Tie-Yan Liu |
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Poster
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Tue 7:00 |
Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling Will Grathwohl · Kuan-Chieh Wang · Joern-Henrik Jacobsen · David Duvenaud · Richard Zemel |
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Poster
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Wed 8:00 |
Adversarial Mutual Information for Text Generation Boyuan Pan · Yazheng Yang · Kaizhao Liang · Bhavya Kailkhura · Zhongming Jin · Xian-Sheng Hua · Deng Cai · Bo Li |
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Poster
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Wed 11:00 |
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations Markos Georgopoulos · Grigorios Chrysos · Maja Pantic · Yannis Panagakis |
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Poster
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Wed 5:00 |
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective Ruixiang ZHANG · Masanori Koyama · Katsuhiko Ishiguro |
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Poster
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Thu 7:00 |
Learning Task-Agnostic Embedding of Multiple Black-Box Experts for Multi-Task Model Fusion Nghia Hoang · Thanh Lam · Bryan Kian Hsiang Low · Patrick Jaillet |
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Poster
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Thu 7:00 |
Variational Inference for Sequential Data with Future Likelihood Estimates Geon-Hyeong Kim · Youngsoo Jang · Hongseok Yang · Kee-Eung Kim |
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Poster
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Tue 10:00 |
Learning To Stop While Learning To Predict Xinshi Chen · Hanjun Dai · Yu Li · Xin Gao · Le Song |
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Poster
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Tue 15:00 |
Unsupervised Speech Decomposition via Triple Information Bottleneck Kaizhi Qian · Yang Zhang · Shiyu Chang · Mark Hasegawa-Johnson · David Cox |